CUDA (Compute Unified Device Architecture) is NVIDIA's programming model that lets software use the GPU for general computation, not just graphics. Nearly all AI frameworks (PyTorch, TensorFlow) and rendering tools rely on CUDA. On a dedicated GPU server you choose the CUDA version freely to match your framework.